Shivchander Sudalairaj

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All published works
Action Title Year Authors
+ PDF Chat Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs 2024 Aldo Pareja
Nikhil Shivakumar Nayak
Hao Wang
Krishnateja Killamsetty
Shivchander Sudalairaj
Weihong Zhao
Seungwook Han
Abhishek Bhandwaldar
Guangxuan Xu
Kai Xu
+ PDF Chat CDR: Customizable Density Ratios of Strong-over-weak LLMs for Preference Annotation 2024 Guangxuan Xu
Kai Xü
Shivchander Sudalairaj
Hao Wang
Akash Srivastava
+ PDF Chat LAB: Large-Scale Alignment for ChatBots 2024 Shivchander Sudalairaj
Abhishek Bhandwaldar
Aldo Pareja
Kai Xu
David Cox
Akash Srivastava
+ PDF Chat Grafting Vision Transformers 2024 Jongwoo Park
Kumara Kahatapitiya
Donghyun Kim
Shivchander Sudalairaj
Quanfu Fan
Michael S. Ryoo
+ Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries 2023 Charlotte Loh
Seungwook Han
Shivchander Sudalairaj
Rumen Dangovski
Kai Xu
Florian Wenzel
Marin Soljačić
Akash Srivastava
+ Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies 2023 Ligong Han
Seungwook Han
Shivchander Sudalairaj
Charlotte Loh
Rumen Dangovski
Feiqi Deng
Pulkit Agrawal
Dimitris Metaxas
Leonid Karlinsky
Tsui-Wei Weng
+ Post-processing Private Synthetic Data for Improving Utility on Selected Measures 2023 Hao Wang
Shivchander Sudalairaj
John Henning
Kristjan Greenewald
Akash Srivastava
+ On the Importance of Calibration in Semi-supervised Learning 2022 Charlotte Loh
Rumen Dangovski
Shivchander Sudalairaj
Seungwook Han
Ligong Han
Leonid Karlinsky
Marin Soljačić
Akash Srivastava
+ Grafting Vision Transformers 2022 Jongwoo Park
Kumara Kahatapitiya
Donghyun Kim
Shivchander Sudalairaj
Quanfu Fan
Michael S. Ryoo
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ Very Deep Convolutional Networks for Large-Scale Image Recognition 2014 Karen Simonyan
Andrew Zisserman
1
+ PDF Chat Deep Residual Learning for Image Recognition 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
1
+ PDF Chat Feature Pyramid Networks for Object Detection 2017 Tsung-Yi Lin
Piotr Dollár
Ross Girshick
Kaiming He
Bharath Hariharan
Serge Belongie
1
+ PDF Chat Squeeze-and-Excitation Networks 2018 Jie Hu
Li Shen
Gang Sun
1
+ Microsoft COCO: Common Objects in Context 2014 Tsung-Yi Lin
Michael Maire
Serge Belongie
Lubomir Bourdev
Ross Girshick
James Hays
Pietro Perona
Deva Ramanan
C. Lawrence Zitnick
Piotr Dollár
1
+ PDF Chat MobileNetV2: Inverted Residuals and Linear Bottlenecks 2018 Mark Sandler
Andrew Howard
Menglong Zhu
Andrey Zhmoginov
Liang-Chieh Chen
1
+ PDF Chat Densely Connected Convolutional Networks 2017 Gao Huang
Zhuang Liu
Laurens van der Maaten
Kilian Q. Weinberger
1
+ PDF Chat Attention Augmented Convolutional Networks 2019 Irwan Bello
Barret Zoph
Quoc V. Le
Ashish Vaswani
Jonathon Shlens
1
+ An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 2020 Alexey Dosovitskiy
Lucas Beyer
Alexander Kolesnikov
Dirk Weissenborn
Xiaohua Zhai
Thomas Unterthiner
Mostafa Dehghani
Matthias Minderer
Georg Heigold
Sylvain Gelly
1
+ SSD: Single Shot MultiBox Detector 2016 Wei Liu
Dragomir Anguelov
Dumitru Erhan
Christian Szegedy
Scott Reed
Cheng-Yang Fu
Alexander C. Berg
1
+ PDF Chat Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet 2021 Li Yuan
Yunpeng Chen
Tao Wang
Weihao Yu
Yujun Shi
Zihang Jiang
Francis E. H. Tay
Jiashi Feng
Shuicheng Yan
1
+ High-Performance Large-Scale Image Recognition Without Normalization 2021 Andrew Brock
Soham De
Samuel Smith
Karen Simonyan
1
+ PDF Chat Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions 2021 Wenhai Wang
Enze Xie
Xiang Li
Deng-Ping Fan
Kaitao Song
Ding Liang
Tong Lü
Ping Luo
Ling Shao
1
+ PDF Chat Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 2021 Ze Liu
Yutong Lin
Yue Cao
Han Hu
Yixuan Wei
Zheng Zhang
Stephen Lin
Baining Guo
1
+ PDF Chat Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding 2021 Pengchuan Zhang
Xiyang Dai
Jianwei Yang
Bin Xiao
Lu Yuan
Lei Zhang
Jianfeng Gao
1
+ PDF Chat CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification 2021 Chun-Fu Richard Chen
Quanfu Fan
Rameswar Panda
1
+ PDF Chat Mobile-Former: Bridging MobileNet and Transformer 2022 Yinpeng Chen
Xiyang Dai
Dongdong Chen
Mengchen Liu
Xiaoyi Dong
Lu Yuan
Zicheng Liu
1
+ PDF Chat Rethinking Spatial Dimensions of Vision Transformers 2021 Byeongho Heo
Sangdoo Yun
Dongyoon Han
Sanghyuk Chun
Junsuk Choe
Seong Joon Oh
1
+ EfficientFormer: Vision Transformers at MobileNet Speed 2022 Yanyu Li
Geng Yuan
Yang Wen
Eric Hu
Georgios Evangelidis
Sergey Tulyakov
Yanzhi Wang
Jian Ren
1
+ MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications 2017 Andrew Howard
Menglong Zhu
Bo Chen
Dmitry Kalenichenko
Weijun Wang
Tobias Weyand
Marco Andreetto
Hartwig Adam
1
+ Inception Transformer 2022 Chenyang Si
Weihao Yu
Pan Zhou
Yichen Zhou
Xinchao Wang
Shuicheng Yan
1
+ PDF Chat MViTv2: Improved Multiscale Vision Transformers for Classification and Detection 2022 Yanghao Li
Chao-Yuan Wu
Haoqi Fan
Karttikeya Mangalam
Bo Xiong
Jitendra Malik
Christoph Feichtenhofer
1
+ PDF Chat MetaFormer is Actually What You Need for Vision 2022 Weihao Yu
Mi Luo
Pan Zhou
Chenyang Si
Yichen Zhou
Xinchao Wang
Jiashi Feng
Shuicheng Yan
1
+ PDF Chat CMT: Convolutional Neural Networks Meet Vision Transformers 2022 Jianyuan Guo
Kai Han
Han Wu
Yehui Tang
Xinghao Chen
Yunhe Wang
Chang Xu
1
+ PDF Chat CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows 2022 Xiaoyi Dong
Jianmin Bao
Dongdong Chen
Weiming Zhang
Nenghai Yu
Lu Yuan
Dong Chen
Baining Guo
1
+ Separable Self-attention for Mobile Vision Transformers 2022 Sachin Mehta
Mohammad Rastegari
1